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Ask something about Hani Quraishi, the founder of ArkaType Intelligence.

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About me

Portrait of Hani Quraishi

Founder of ArkaType Intelligence, building agentic cyber intelligence: FlowSense.AI, a Deep Packet Intelligence engine that explains what network traffic is doing without decrypting it. 18+ years across Network Intelligence, Cloud Architecture, and Cyber Security, leading engineering teams and running engineering agentic-first. An RFC 1925-compatible engineer.

18+ years, 11 companies and 5 countries (UAE, KSA, USA, Sweden, Pakistan), from startups to telecom operators serving millions of subscribers.

  • Founder of ArkaType Intelligence (2026), building FlowSense.AI: on-device Deep Packet Intelligence, with agents that act on what it finds under rules you control
  • Head of Engineering at DNI, running engineering agentic-first across DPI, FCAPS, and analytics products
  • Extensive experience in DPI, Network Analytics, and Cloud Solutions with proven track record at Sandvine and PLUMgrid (acquired by VMware)
  • Full-stack engineer across React, React Native, Next.js, Node.js, Java Spring and Go, from payment back ends to finance dashboards

Products

FlowSense.AI

Launching 2026 · macOS app by ArkaType Intelligence

A Mac app that names every network flow, lets you write rules for them in FlowRuby or hand them to your agents, and explains what changed in plain English, all on-device.

ArkaType ↗

ArkaType Intelligence's first product

macOS app by ArkaType Intelligence

  • Names every flow in real time with a carrier-grade packet intelligence engine: 1,400+ signatures, TLS and QUIC included, reading a passive copy of the interface without decrypting anything, at about 16% of one core at 1 GbE line rate.
  • Live view of the last sixty seconds, then a tree of application, app, hostname and flow with up and down rates, trend, flow count and round-trip time, plus process attribution where macOS allows it.
  • A daily briefing instead of a dashboard, written on the Mac by Apple Intelligence or a local model in one of seven personas, with follow-up questions by chat or voice.
  • FlowRuby, a language for policies and custom signatures: scope rules by app, device or destination, set schedules and expiring rules, and recognize your own services from hostnames or packet contents, written by hand or by agents.
  • Auto mode: a typed decision model blocks, shapes or prioritizes traffic on its own, and every action lands in an undoable journal with its reason and the rule it wrote. Off by default.

Experience

ArkaType Intelligence

January 2026 – Present · Delaware, USA (Remote)

  • FounderJanuary 2026 - Present

Founded ArkaType Intelligence Inc. on 5 January 2026 to build agentic cyber intelligence: network intelligence that explains what traffic is doing without reading what it carries.

Next role

Founder

January 2026 - Present · Delaware, USA (Remote)

  • Founded ArkaType Intelligence Inc. on 5 January 2026 to build agentic cyber intelligence: network intelligence that explains what traffic is doing without reading what it carries.
  • Lead product and engineering of FlowSense.AI, a Deep Packet Intelligence engine that recognizes applications in encrypted traffic without decrypting it, combining custom-trained ML models, behavioral heuristics, signatures, and protocol parsers for TLS, QUIC, HTTP, and DNS.
  • Designed its three-stage pipeline: recognize the application, score the experience (delay, throughput, time to first response), and use anomaly models to turn evidence into a likely cause and a suggested next step.
  • Set a privacy-first architecture, "inspection without surveillance": analyze packet sizes, timing, and flow behavior, never message content, call media, or model prompts, with processing on hardware the user owns.
  • Shaping use cases across homes, businesses, AI infrastructure, and operators: AI inference observability, application QoE, network visibility, connection investigation, digital wellness, parental control, privacy awareness, and device visibility.

Dynamic Network Intelligence (DNI)

October 2023 – Present · Dubai, UAE (Hybrid)

  • Head of EngineeringOctober 2023 - Present

Built the engineering organization from the ground up at a greenfield startup: org structure, team charters, and hiring of 20+ engineers across Application, Data Engineering, DevSecOps, QA, and Agentic Software Engineering.

Next role

Head of Engineering

October 2023 - Present · Dubai, UAE (Hybrid)

  • Built the engineering organization from the ground up at a greenfield startup: org structure, team charters, and hiring of 20+ engineers across Application, Data Engineering, DevSecOps, QA, and Agentic Software Engineering.
  • Run engineering agentic-first: specifications become reviewable plans that agents implement, with team conventions encoded as repository rules and AGENTS.md files, risk-based multi-agent review, and governed use of Claude Code, OpenAI Codex, and self-hosted models.
  • Build DNI's operations products through agentic development: FCAPS tooling (fault, configuration, accounting, performance, and security management), analytics, and deployment automation for the DPI platform.
  • Own product management for the DPI stack across management and configuration, signatures, control plane, data plane, analytics, and observability.
  • Established DevSecOps with CI/CD (GitHub Actions, ArgoCD), GitOps, and infrastructure as code (Terraform/OpenTofu, Ansible) for high-performance network intelligence built on DPDK, Redpanda, and ClickHouse.

Sandvine

November 2017 – October 2023 · Riyadh, Saudi Arabia

  • Solutions EngineerNovember 2017 - October 2023

Led implementation of large-scale network intelligence and analytics solutions using Sandvine's DPI, PCRF, NFV technologies for major telecom operators in the Middle East

Next role

Solutions Engineer

November 2017 - October 2023 · Riyadh, Saudi Arabia

  • Led implementation of large-scale network intelligence and analytics solutions using Sandvine's DPI, PCRF, NFV technologies for major telecom operators in the Middle East
  • Architected and deployed complex network solutions integrating regulatory compliance, traffic management, and analytics systems serving 30M+ subscribers
  • Developed High-Level and Low-Level Designs (HLD/LLD) for critical deployments and migration projects, ensuring minimal service disruption
  • Established and led the Centre of Excellence for Traffic Classification, managing a team of 5 engineers for signature development
  • Created an automated packet capture analysis portal integrating CDN and AS information, improving troubleshooting efficiency by 60%
  • Implemented ML-based traffic classification models, achieving 95% accuracy in identifying encrypted applications
  • Designed custom data models and signatures for network traffic analysis using proprietary languages and tools
  • Set up CI/CD pipelines using Jenkins and Docker, reducing deployment time by 70% and improving code quality
  • Provided technical leadership in pre-sales activities, contributing to successful deals worth $10M+
  • Mentored junior engineers and conducted technical training sessions for customers and internal teams

SNSKIES

May 2017 – October 2017 · Islamabad, Pakistan

  • Manager Professional ServicesMay 2017 - October 2017

Led a team of 5 engineers, driving successful project delivery for customers.

Next role

Manager Professional Services

May 2017 - October 2017 · Islamabad, Pakistan

  • Led a team of 5 engineers, driving successful project delivery for customers.
  • Achieved an average project completion rate of 90% within agreed timeline and budget.
  • Maintained a customer satisfaction rating of 90% based on feedback surveys.
  • Collaborated with industry partners including Cisco, Sandvine, and Sangfor.

Simplus Innovation

April 2017 – October 2017 · Islamabad, Pakistan

  • Country Manager / FullStack EngineerApril 2017 - October 2017

Collaborated with product management to deliver tailored analytics solutions.

Next role

Country Manager / FullStack Engineer

April 2017 - October 2017 · Islamabad, Pakistan

  • Collaborated with product management to deliver tailored analytics solutions.
  • Implemented Agile methodologies for efficient project management.
  • Established the Pakistan office and led a team of engineers.
  • Utilized React, TypeScript, MongoDB, Redux, Pesapal, and AWS.

Vincere Systems

June 2016 – September 2017 · Islamabad, Pakistan

  • Co-Founder & Chief ArchitectJune 2016 - September 2017

Founded a company specializing in custom solutions for telecom and ISP domain.

Next role

Co-Founder & Chief Architect

June 2016 - September 2017 · Islamabad, Pakistan

  • Founded a company specializing in custom solutions for telecom and ISP domain.
  • Delivered a customized ACS product to wi-tribe Pakistan.
  • Facilitated smooth migration to a new frequency spectrum across the country.

Zigron Inc.

March 2017 – May 2017 · Islamabad, Pakistan

  • Head of NetworksMarch 2017 - May 2017

Led technical teams in DPI, IoT, Analytics, Cloud, and VNF domains.

Next role

Head of Networks

March 2017 - May 2017 · Islamabad, Pakistan

  • Led technical teams in DPI, IoT, Analytics, Cloud, and VNF domains.
  • Developed and executed the company's technical strategic goals.
  • Implemented efficient processes for large-scale enterprise projects.

PTCL

January 2017 – March 2017 · Islamabad, Pakistan

  • Manager Digital Services - CloudJanuary 2017 - March 2017

Managed Cloud Digital Products & Service Development.

Next role

Manager Digital Services - Cloud

January 2017 - March 2017 · Islamabad, Pakistan

  • Managed Cloud Digital Products & Service Development.
  • Oversaw product management, pre-sales, and relationship management for corporate segment.
  • Drove 60% increase in sales and customer adoption of cloud services.

PLUMgrid Inc. (Acquired by VMware)

May 2014 – January 2017 · Santa Clara, California

  • Principal Design EngineerMay 2014 - January 2017

Architected and implemented security policy VNF features enabling microsegmentation and zero-trust networking for OpenStack environments

Next role

Principal Design Engineer

May 2014 - January 2017 · Santa Clara, California

  • Architected and implemented security policy VNF features enabling microsegmentation and zero-trust networking for OpenStack environments
  • Designed and developed L2 VTEP service supporting VXLAN overlay networks, improving network scalability for multi-tenant cloud deployments
  • Spearheaded development of PLUMgrid Object Model API using Node.js, creating a unified interface for network service configuration
  • Built and maintained automated testing infrastructure (PITA) reducing regression testing time by 60% and improving release quality
  • Contributed to core platform development including network function virtualization (VNF), infrastructure automation, and web services
  • Collaborated with product management to define technical roadmap and feature prioritization for cloud networking products
  • Mentored junior engineers and led knowledge sharing sessions on cloud networking technologies and best practices
  • Participated in customer-facing technical discussions and provided solutions for complex networking requirements
  • Authored technical documentation and design specifications for platform features and APIs

Seamless Payments AB

September 2011 – April 2014 · Stockholm, Sweden

  • Software Engineer, SCRUM MasterNovember 2013 - April 2014
  • System EngineerSeptember 2011 - November 2013

Led Agile transformation as SCRUM Master for a team of 8 developers, improving sprint velocity by 40% within 3 months

Next role

Software Engineer, SCRUM Master

November 2013 - April 2014 · Stockholm, Sweden

  • Led Agile transformation as SCRUM Master for a team of 8 developers, improving sprint velocity by 40% within 3 months
  • Architected and implemented real-time transaction processing system handling 100K+ daily mobile payments
  • Developed high-performance REST APIs using Java Spring Framework for mobile money transfer services
  • Implemented automated CI/CD pipelines reducing deployment time from days to hours
  • Established code review practices and quality metrics improving overall code quality by 50%
  • Conducted daily stand-ups, sprint planning, and retrospective meetings to ensure team alignment and continuous improvement

System Engineer

September 2011 - November 2013 · Stockholm, Sweden

  • Designed and implemented core payment processing modules for SEQR mobile payment platform using Java and Spring Framework
  • Built scalable backend services processing 50K+ concurrent transactions with sub-second response time
  • Developed integration modules for major banks and payment providers across Europe
  • Created automated testing framework reducing regression testing time by 70%
  • Implemented monitoring and alerting systems using ELK stack for real-time transaction tracking
  • Optimized database queries and cache implementations improving system performance by 60%
  • Collaborated with cross-functional teams across Sweden, Pakistan, and Ghana for feature delivery
  • Participated in 24/7 on-call support rotation ensuring 99.99% system availability
  • Mentored junior developers and conducted technical training sessions on payment systems

wi-tribe

September 2008 – August 2011 · Islamabad, Pakistan

  • Executive TechnicalDecember 2008 - August 2011
  • InternSeptember 2008 - November 2008

Led network operations and service delivery for 100K+ broadband subscribers across multiple regions

Skills

Executive Technical

December 2008 - August 2011 · Islamabad, Pakistan

  • Led network operations and service delivery for 100K+ broadband subscribers across multiple regions
  • Designed and implemented automated network monitoring system reducing MTTR by 65% and improving customer satisfaction
  • Spearheaded migration from legacy billing system to convergent billing platform for 50K+ subscribers with zero service interruption
  • Developed custom Python scripts for network performance analysis and automated reporting, saving 20+ man-hours weekly
  • Implemented QoS policies and traffic shaping rules improving network performance by 40% during peak hours
  • Managed relationships with vendors including Cisco, Juniper, and Huawei for network equipment and services
  • Created comprehensive network documentation and standard operating procedures (SOPs) for technical teams
  • Led technical training programs for new hires and existing staff on networking fundamentals and troubleshooting
  • Participated in 24/7 escalation team ensuring 99.9% network availability across all regions

Intern

September 2008 - November 2008 · Islamabad, Pakistan

  • Assisted in network deployment and configuration for WiMAX broadband services
  • Developed monitoring scripts using Python and Shell for automated health checks of network elements
  • Contributed to documentation of network topology and technical procedures
  • Participated in troubleshooting customer connectivity issues and network performance optimization
  • Collaborated with senior engineers in implementing QoS policies for different service packages
  • Gained hands-on experience with WiMAX technology, network monitoring tools, and Linux systems

Open source

qstack

2026 · GitHub · Claude Code, Codex

A personal stack of 33 agent skills for Claude Code and Codex that turn plans into reviewable documents, execute them without drift, and keep the lessons.

Author and maintainer

GitHub · Claude Code, Codex

  • 33 skills for Claude Code, Codex and any harness that reads ~/.agents/skills, installed from one checkout that stays the source of truth, and published on skills.sh.
  • Turns a Markdown draft or a chat into a numbered HTML plan, with a high-level half for whoever approves the work and a low-level half for the agent, so review feedback can cite clauses like §4.2.
  • Execution loops work the plan card by card, keep a running execution.md and ask how much adversarial review to run; an adherence review then scores the outcome from 0 to 5 against the plan, the record and the diff.
  • A review skill scores code against a correctness baseline plus the repository's CODE_REVIEW_RULES.md, and plan-close and prior-art skills carry what work actually cost into the next plan instead of growing AGENTS.md.
  • Ten engineering-practice skills adapted from Lauren Tan's PStack: diagnose before patching, prove the real artifact runs, separate ownership before reaching for a lock.

GitHub

5,472 contributions in the last year

@hani-q ↗

Capabilities

01

Agentic Engineering Leadership

Runs engineering through specifications, agent implementation, and governed review.

  • DNI: engineering run agentic-first across five teams
  • ArkaType: FlowSense.AI built agentic-first
  • qstack: 33 open-source agent skills for planning, execution and review

02

Network & Packet Intelligence

Builds traffic-classification systems spanning carrier-scale DPI, applied ML, and on-device intelligence.

  • Sandvine: DPI, PCRF and NFV for operators serving 30M+ subscribers
  • Led the Traffic Classification Centre of Excellence; ML models at 95% accuracy on encrypted applications
  • FlowSense.AI: on-device classification of encrypted traffic (pre-launch)

03

Full-Stack Product Engineering

Ships products end to end: React and React Native front ends, Node.js, Java and Go back ends, on AWS.

  • Simplus Innovation: full-stack engineer on React, TypeScript, Redux, MongoDB and AWS
  • Qasmia Welfare Trust: Next.js and AWS Amplify finance system with live dashboards
  • Seamless Payments: Java Spring back ends handling 50K+ concurrent transactions

04

Engineering Organization Building

Builds engineering teams from zero, including a 20+ person organization across five teams.

  • DNI: org structure, team charters and hiring from a greenfield start
  • Sandvine: led a five-engineer Centre of Excellence
  • Founded Vincere Systems and ArkaType Intelligence

05

Technical Product Leadership

Owns DPI product direction and is developing FlowSense.AI, a pre-launch cyber-intelligence product.

  • DNI: product management across the full DPI stack
  • DNI: FCAPS, analytics and deployment products
  • ArkaType: building FlowSense.AI from zero toward launch

06

Network & Platform Architecture

Designs programmable network infrastructure and the automation that deploys it.

  • PLUMgrid: SDN, VXLAN/VTEP overlays and microsegmentation for OpenStack
  • DNI: DevSecOps, GitOps and infrastructure as code
  • AWS Solutions Architect Professional, Terraform Associate

Certifications

  • 2026 Claude Code in Action Anthropic
  • 2024 Complete DevOps Ansible Automation Training Udemy
  • 2024 Unsupervised Machine Learning, Recommenders, Reinforcement Learning Stanford University
  • 2024 Advanced Machine Learning Algorithms Stanford University
  • 2023 Supervised Machine Learning, Regression and Classification Stanford University
  • 2024 AWS Certified Solutions Architect - Professional Amazon Web Services (AWS)
  • 2023 AWS Certified Solutions Architect - Associate Amazon Web Services (AWS)
  • 2024 HashiCorp Certified: Terraform Associate HashiCorp
  • 2024 AWS Learning: Serverless Amazon Web Services (AWS)
  • 2024 AWS Certified Cloud Practitioner Amazon Web Services (AWS)
  • 2023 AWS Learning: Architecting Amazon Web Services (AWS)
  • 2022 EdX Verified Certificate for Bitcoin and Cryptocurrencies edX

Education

Bachelor of Electrical Engineering

Class of 2009 · Islamabad, Pakistan

Major in Computer Engineering at Centre for Advanced Studies in Engineering (CASE), UET Taxila. Degree awarded by the University of Engineering and Technology, Taxila.

Also: IT Consultant, Qasmia Welfare Trust (July 2018 - Present).

UET Taxila ↗

Bachelor of Electrical Engineering

Major: Computer · Islamabad, Pakistan · 2009

  • Studied at the Centre for Advanced Studies in Engineering (CASE), Islamabad; degree awarded by the University of Engineering and Technology (UET), Taxila.
  • CASE is now the Sir Syed CASE Institute of Technology (case.edu.pk); UET Taxila is at uettaxila.edu.pk.

Posts

On X

Pinned on X: what I'm testing and building.

Follow @haniq313
Hani Q @haniq313 · Sep 22, 2026

JEV from @typesafeai AI is SOMETHING created a test rig to evaluate it from Traffic Classification by feeding it Flow Metadata from a DPI. and also added option in the RIG to test laya and also Use GPT and Claude for Comparison (with websearch Tool call in the prompt)

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